Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 11000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
overtime_pay is highly overall correlated with duration_overtime | High correlation |
age is highly overall correlated with duration_entity and 1 other fields | High correlation |
duration_total is highly overall correlated with age and 1 other fields | High correlation |
duration_entity is highly overall correlated with age and 1 other fields | High correlation |
duration_overtime is highly overall correlated with overtime_pay | High correlation |
base is highly overall correlated with other | High correlation |
other is highly overall correlated with base | High correlation |
sector is highly imbalanced (75.3%) | Imbalance |
id has unique values | Unique |
bonus has 4472 (40.7%) zeros | Zeros |
overtime_pay has 7243 (65.8%) zeros | Zeros |
other has 2855 (26.0%) zeros | Zeros |
duration_overtime has 7243 (65.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-20 18:03:45.901083 |
|---|---|
| Analysis finished | 2023-12-20 18:04:16.778803 |
| Duration | 30.88 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIQUE
| Distinct | 11000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99813.83 |
| Minimum | 8 |
|---|---|
| Maximum | 199986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 9365.8 |
| Q1 | 49618.25 |
| median | 99881.5 |
| Q3 | 149880.25 |
| 95-th percentile | 189908 |
| Maximum | 199986 |
| Range | 199978 |
| Interquartile range (IQR) | 100262 |
Descriptive statistics
| Standard deviation | 58047.975 |
|---|---|
| Coefficient of variation (CV) | 0.58156244 |
| Kurtosis | -1.2032327 |
| Mean | 99813.83 |
| Median Absolute Deviation (MAD) | 50128 |
| Skewness | -0.0069536607 |
| Sum | 1.0979521 × 109 |
| Variance | 3.3695674 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 192064 | 1 | < 0.1% |
| 150038 | 1 | < 0.1% |
| 172121 | 1 | < 0.1% |
| 140632 | 1 | < 0.1% |
| 61821 | 1 | < 0.1% |
| 122546 | 1 | < 0.1% |
| 185937 | 1 | < 0.1% |
| 157064 | 1 | < 0.1% |
| 188591 | 1 | < 0.1% |
| 101308 | 1 | < 0.1% |
| Other values (10990) | 10990 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 13 | 1 | |
| 57 | 1 | |
| 68 | 1 | |
| 92 | 1 | |
| 129 | 1 | |
| 176 | 1 | |
| 191 | 1 | |
| 196 | 1 | |
| 197 | 1 |
| Value | Count | Frequency (%) |
| 199986 | 1 | |
| 199980 | 1 | |
| 199970 | 1 | |
| 199903 | 1 | |
| 199898 | 1 | |
| 199887 | 1 | |
| 199874 | 1 | |
| 199839 | 1 | |
| 199825 | 1 | |
| 199819 | 1 |
base
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10677 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33376.738 |
| Minimum | 10 |
|---|---|
| Maximum | 241624.39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 8157.824 |
| Q1 | 20995.115 |
| median | 31341.245 |
| Q3 | 41348.29 |
| 95-th percentile | 65389.224 |
| Maximum | 241624.39 |
| Range | 241614.39 |
| Interquartile range (IQR) | 20353.175 |
Descriptive statistics
| Standard deviation | 19276.552 |
|---|---|
| Coefficient of variation (CV) | 0.5775445 |
| Kurtosis | 9.9652998 |
| Mean | 33376.738 |
| Median Absolute Deviation (MAD) | 10164.915 |
| Skewness | 2.1157075 |
| Sum | 3.6714412 × 108 |
| Variance | 3.7158544 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24000 | 16 | 0.1% |
| 15804 | 15 | 0.1% |
| 25200 | 10 | 0.1% |
| 15840 | 10 | 0.1% |
| 25920 | 8 | 0.1% |
| 18000 | 7 | 0.1% |
| 36000 | 7 | 0.1% |
| 19200 | 7 | 0.1% |
| 26400 | 7 | 0.1% |
| 8156 | 7 | 0.1% |
| Other values (10667) | 10906 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 334.2 | 1 | |
| 365.31 | 1 | |
| 401.78 | 1 | |
| 461 | 1 | |
| 495 | 1 | |
| 530.04 | 1 | |
| 551.8 | 1 | |
| 587.27 | 1 | |
| 622 | 1 |
| Value | Count | Frequency (%) |
| 241624.39 | 1 | |
| 228400 | 1 | |
| 216315.6 | 1 | |
| 206844.79 | 1 | |
| 184170.18 | 1 | |
| 182938.66 | 1 | |
| 165359.51 | 1 | |
| 165181 | 1 | |
| 164487.66 | 1 | |
| 159255.2 | 1 |
bonus
Real number (ℝ)
ZEROS
| Distinct | 3833 |
|---|---|
| Distinct (%) | 34.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2128.4862 |
| Minimum | 0 |
|---|---|
| Maximum | 258061 |
| Zeros | 4472 |
| Zeros (%) | 40.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 620 |
| Q3 | 2940.7175 |
| 95-th percentile | 7970.1 |
| Maximum | 258061 |
| Range | 258061 |
| Interquartile range (IQR) | 2940.7175 |
Descriptive statistics
| Standard deviation | 4966.4447 |
|---|---|
| Coefficient of variation (CV) | 2.3333225 |
| Kurtosis | 710.16259 |
| Mean | 2128.4862 |
| Median Absolute Deviation (MAD) | 620 |
| Skewness | 17.95357 |
| Sum | 23413348 |
| Variance | 24665573 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4472 | |
| 500 | 143 | 1.3% |
| 1000 | 124 | 1.1% |
| 400 | 98 | 0.9% |
| 800 | 92 | 0.8% |
| 700 | 83 | 0.8% |
| 1500 | 79 | 0.7% |
| 300 | 79 | 0.7% |
| 600 | 74 | 0.7% |
| 2000 | 69 | 0.6% |
| Other values (3823) | 5687 |
| Value | Count | Frequency (%) |
| 0 | 4472 | |
| 5 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 20.1 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 258061 | 1 | |
| 92622 | 1 | |
| 90828.25 | 1 | |
| 90629 | 1 | |
| 82270.5 | 1 | |
| 78926.5 | 1 | |
| 78277.92 | 1 | |
| 72219 | 1 | |
| 68018.95 | 1 | |
| 65460 | 1 |
overtime_pay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3629 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1679.2739 |
| Minimum | 0 |
|---|---|
| Maximum | 228110.34 |
| Zeros | 7243 |
| Zeros (%) | 65.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1139.33 |
| 95-th percentile | 8660.528 |
| Maximum | 228110.34 |
| Range | 228110.34 |
| Interquartile range (IQR) | 1139.33 |
Descriptive statistics
| Standard deviation | 5407.9643 |
|---|---|
| Coefficient of variation (CV) | 3.2204182 |
| Kurtosis | 440.13225 |
| Mean | 1679.2739 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.157801 |
| Sum | 18472013 |
| Variance | 29246078 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7243 | |
| 27.99 | 6 | 0.1% |
| 597.12 | 5 | < 0.1% |
| 29.69 | 5 | < 0.1% |
| 74.64 | 4 | < 0.1% |
| 69.76 | 4 | < 0.1% |
| 149.28 | 4 | < 0.1% |
| 29.7 | 3 | < 0.1% |
| 732.48 | 3 | < 0.1% |
| 335.88 | 3 | < 0.1% |
| Other values (3619) | 3720 |
| Value | Count | Frequency (%) |
| 0 | 7243 | |
| 12.4 | 1 | < 0.1% |
| 18.88 | 1 | < 0.1% |
| 18.9 | 1 | < 0.1% |
| 19.64 | 1 | < 0.1% |
| 21.04 | 1 | < 0.1% |
| 21.19 | 1 | < 0.1% |
| 22.16 | 1 | < 0.1% |
| 22.39 | 1 | < 0.1% |
| 22.43 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 228110.34 | 1 | |
| 163366.98 | 1 | |
| 141859.9 | 1 | |
| 108148.6 | 1 | |
| 90438.22 | 1 | |
| 72589.37 | 1 | |
| 71315.07 | 1 | |
| 69353.5 | 1 | |
| 69155.2 | 1 | |
| 64959.87 | 1 |
other
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8033 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2477.6258 |
| Minimum | 0 |
|---|---|
| Maximum | 88555.76 |
| Zeros | 2855 |
| Zeros (%) | 26.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2141.82 |
| Q3 | 3497.43 |
| 95-th percentile | 5500.342 |
| Maximum | 88555.76 |
| Range | 88555.76 |
| Interquartile range (IQR) | 3497.43 |
Descriptive statistics
| Standard deviation | 3715.4191 |
|---|---|
| Coefficient of variation (CV) | 1.4995885 |
| Kurtosis | 119.62093 |
| Mean | 2477.6258 |
| Median Absolute Deviation (MAD) | 1541.255 |
| Skewness | 8.821457 |
| Sum | 27253884 |
| Variance | 13804339 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2855 | 26.0% |
| 1346.4 | 5 | < 0.1% |
| 2448 | 4 | < 0.1% |
| 2142 | 4 | < 0.1% |
| 1570.8 | 3 | < 0.1% |
| 3304.8 | 3 | < 0.1% |
| 2958 | 3 | < 0.1% |
| 3060 | 3 | < 0.1% |
| 5000 | 3 | < 0.1% |
| 1880.68 | 3 | < 0.1% |
| Other values (8023) | 8114 |
| Value | Count | Frequency (%) |
| 0 | 2855 | |
| 28.4 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 45.05 | 1 | < 0.1% |
| 46.9 | 1 | < 0.1% |
| 49.9 | 1 | < 0.1% |
| 53.03 | 1 | < 0.1% |
| 59.61 | 1 | < 0.1% |
| 59.76 | 1 | < 0.1% |
| 61.57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 88555.76 | 1 | |
| 71063.33 | 1 | |
| 69816.11 | 1 | |
| 64019.36 | 1 | |
| 62959.5 | 1 | |
| 61085.66 | 1 | |
| 59176.9 | 1 | |
| 57979.5 | 1 | |
| 55185.4 | 1 | |
| 52921.46 | 1 |
sector
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 86.1 KiB |
| 1 | |
|---|---|
| 2 | 452 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10548 | |
| 2 | 452 | 4.1% |
section_07
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 86.1 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 5867 | |
| 3 | 2732 | |
| 1 | 2401 |
sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 86.1 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 8289 | |
| 1 | 2711 | 24.6% |
education
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7641818 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2307353 |
|---|---|
| Coefficient of variation (CV) | 0.44524396 |
| Kurtosis | -0.065291546 |
| Mean | 2.7641818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.0255588 |
| Sum | 30406 |
| Variance | 1.5147093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 6633 | |
| 4 | 1983 | 18.0% |
| 5 | 906 | 8.2% |
| 3 | 680 | 6.2% |
| 1 | 430 | 3.9% |
| 6 | 368 | 3.3% |
| Value | Count | Frequency (%) |
| 1 | 430 | 3.9% |
| 2 | 6633 | |
| 3 | 680 | 6.2% |
| 4 | 1983 | 18.0% |
| 5 | 906 | 8.2% |
| 6 | 368 | 3.3% |
| Value | Count | Frequency (%) |
| 6 | 368 | 3.3% |
| 5 | 906 | 8.2% |
| 4 | 1983 | 18.0% |
| 3 | 680 | 6.2% |
| 2 | 6633 | |
| 1 | 430 | 3.9% |
contract
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 86.1 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 11000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 11000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9306 | |
| 2 | 1694 | 15.4% |
age
Real number (ℝ)
HIGH CORRELATION
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.470182 |
| Minimum | 19 |
|---|---|
| Maximum | 77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 34 |
| median | 43 |
| Q3 | 51 |
| 95-th percentile | 57 |
| Maximum | 77 |
| Range | 58 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 10.01214 |
|---|---|
| Coefficient of variation (CV) | 0.23574517 |
| Kurtosis | -0.91071881 |
| Mean | 42.470182 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.077343285 |
| Sum | 467172 |
| Variance | 100.24295 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53 | 407 | 3.7% |
| 50 | 387 | 3.5% |
| 51 | 385 | 3.5% |
| 47 | 379 | 3.4% |
| 43 | 368 | 3.3% |
| 48 | 366 | 3.3% |
| 49 | 364 | 3.3% |
| 52 | 363 | 3.3% |
| 44 | 358 | 3.3% |
| 55 | 343 | 3.1% |
| Other values (43) | 7280 |
| Value | Count | Frequency (%) |
| 19 | 2 | < 0.1% |
| 20 | 7 | 0.1% |
| 21 | 17 | 0.2% |
| 22 | 42 | 0.4% |
| 23 | 72 | 0.7% |
| 24 | 120 | |
| 25 | 162 | |
| 26 | 218 | |
| 27 | 260 | |
| 28 | 235 |
| Value | Count | Frequency (%) |
| 77 | 2 | < 0.1% |
| 71 | 1 | < 0.1% |
| 69 | 2 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 7 | 0.1% |
| 66 | 3 | < 0.1% |
| 65 | 14 | 0.1% |
| 64 | 43 | |
| 63 | 45 | |
| 62 | 35 |
duration_total
Real number (ℝ)
HIGH CORRELATION
| Distinct | 537 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.56708 |
| Minimum | 0.01 |
|---|---|
| Maximum | 57.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9.03 |
| median | 19.035 |
| Q3 | 27.11 |
| 95-th percentile | 36.01 |
| Maximum | 57.02 |
| Range | 57.01 |
| Interquartile range (IQR) | 18.08 |
Descriptive statistics
| Standard deviation | 10.99695 |
|---|---|
| Coefficient of variation (CV) | 0.59228214 |
| Kurtosis | -1.0388812 |
| Mean | 18.56708 |
| Median Absolute Deviation (MAD) | 9.015 |
| Skewness | 0.04294215 |
| Sum | 204237.88 |
| Variance | 120.93291 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.02 | 89 | 0.8% |
| 0.02 | 79 | 0.7% |
| 29.02 | 76 | 0.7% |
| 2.02 | 73 | 0.7% |
| 23.02 | 72 | 0.7% |
| 26.02 | 71 | 0.6% |
| 1.02 | 70 | 0.6% |
| 27.02 | 70 | 0.6% |
| 20.02 | 65 | 0.6% |
| 8.02 | 63 | 0.6% |
| Other values (527) | 10272 |
| Value | Count | Frequency (%) |
| 0.01 | 34 | |
| 0.02 | 79 | |
| 0.03 | 13 | 0.1% |
| 0.04 | 24 | 0.2% |
| 0.05 | 7 | 0.1% |
| 0.06 | 13 | 0.1% |
| 0.07 | 16 | 0.1% |
| 0.08 | 11 | 0.1% |
| 0.09 | 14 | 0.1% |
| 0.1 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 57.02 | 1 | |
| 51.03 | 1 | |
| 47.05 | 1 | |
| 46.1 | 1 | |
| 46.06 | 1 | |
| 46.02 | 1 | |
| 46.01 | 1 | |
| 46 | 1 | |
| 45 | 2 | |
| 44.08 | 1 |
duration_entity
Real number (ℝ)
HIGH CORRELATION
| Distinct | 487 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.401382 |
| Minimum | 0.01 |
|---|---|
| Maximum | 46.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 3.07 |
| median | 9.1 |
| Q3 | 18.04 |
| 95-th percentile | 29.02 |
| Maximum | 46.01 |
| Range | 46 |
| Interquartile range (IQR) | 14.97 |
Descriptive statistics
| Standard deviation | 9.3221809 |
|---|---|
| Coefficient of variation (CV) | 0.81763606 |
| Kurtosis | -0.28526995 |
| Mean | 11.401382 |
| Median Absolute Deviation (MAD) | 6.93 |
| Skewness | 0.74928019 |
| Sum | 125415.2 |
| Variance | 86.903056 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 213 | 1.9% |
| 2.02 | 167 | 1.5% |
| 3.02 | 153 | 1.4% |
| 1.02 | 145 | 1.3% |
| 11.02 | 125 | 1.1% |
| 4.02 | 122 | 1.1% |
| 10.02 | 109 | 1.0% |
| 1 | 108 | 1.0% |
| 8.02 | 105 | 1.0% |
| 7.02 | 100 | 0.9% |
| Other values (477) | 9653 |
| Value | Count | Frequency (%) |
| 0.01 | 82 | 0.7% |
| 0.02 | 213 | |
| 0.03 | 30 | 0.3% |
| 0.04 | 84 | 0.8% |
| 0.05 | 27 | 0.2% |
| 0.06 | 42 | 0.4% |
| 0.07 | 47 | 0.4% |
| 0.08 | 29 | 0.3% |
| 0.09 | 37 | 0.3% |
| 0.1 | 52 | 0.5% |
| Value | Count | Frequency (%) |
| 46.01 | 1 | |
| 44.05 | 1 | |
| 44.03 | 1 | |
| 44.01 | 1 | |
| 43.02 | 2 | |
| 42.09 | 1 | |
| 42.07 | 1 | |
| 42.06 | 1 | |
| 42.03 | 1 | |
| 42.01 | 1 |
duration_nominal
Real number (ℝ)
| Distinct | 2926 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1301.3074 |
| Minimum | 12.8 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 12.8 |
|---|---|
| 5-th percentile | 306.57 |
| Q1 | 766.8 |
| median | 1591.9 |
| Q3 | 1768 |
| 95-th percentile | 1840 |
| Maximum | 2024 |
| Range | 2011.2 |
| Interquartile range (IQR) | 1001.2 |
Descriptive statistics
| Standard deviation | 540.18923 |
|---|---|
| Coefficient of variation (CV) | 0.41511269 |
| Kurtosis | -1.1106581 |
| Mean | 1301.3074 |
| Median Absolute Deviation (MAD) | 232.1 |
| Skewness | -0.6058206 |
| Sum | 14314382 |
| Variance | 291804.41 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 766.8 | 654 | 5.9% |
| 1816 | 635 | 5.8% |
| 1800 | 228 | 2.1% |
| 1808 | 211 | 1.9% |
| 1776 | 192 | 1.7% |
| 1824 | 186 | 1.7% |
| 1792 | 182 | 1.7% |
| 1784 | 176 | 1.6% |
| 1760 | 143 | 1.3% |
| 1832 | 140 | 1.3% |
| Other values (2916) | 8253 |
| Value | Count | Frequency (%) |
| 12.8 | 1 | |
| 13 | 1 | |
| 15.3 | 2 | |
| 16.28 | 1 | |
| 16.63 | 1 | |
| 18.36 | 1 | |
| 18.55 | 1 | |
| 19.65 | 1 | |
| 23.95 | 1 | |
| 24.3 | 1 |
| Value | Count | Frequency (%) |
| 2024 | 4 | |
| 2016 | 1 | < 0.1% |
| 2008 | 4 | |
| 1992 | 4 | |
| 1984 | 4 | |
| 1976 | 2 | |
| 1975 | 1 | < 0.1% |
| 1968 | 3 | |
| 1960 | 4 | |
| 1952 | 1 | < 0.1% |
duration_overtime
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1240 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.702325 |
| Minimum | 0 |
|---|---|
| Maximum | 1812.58 |
| Zeros | 7243 |
| Zeros (%) | 65.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 86.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 40 |
| 95-th percentile | 260 |
| Maximum | 1812.58 |
| Range | 1812.58 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 111.96387 |
|---|---|
| Coefficient of variation (CV) | 2.3471365 |
| Kurtosis | 38.711103 |
| Mean | 47.702325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.8052824 |
| Sum | 524725.57 |
| Variance | 12535.908 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7243 | |
| 12 | 55 | 0.5% |
| 1 | 52 | 0.5% |
| 2 | 37 | 0.3% |
| 15 | 34 | 0.3% |
| 5 | 34 | 0.3% |
| 4 | 33 | 0.3% |
| 48 | 29 | 0.3% |
| 60 | 29 | 0.3% |
| 8 | 29 | 0.3% |
| Other values (1230) | 3425 |
| Value | Count | Frequency (%) |
| 0 | 7243 | |
| 0.5 | 1 | < 0.1% |
| 1 | 52 | 0.5% |
| 1.1 | 1 | < 0.1% |
| 1.26 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 4 | < 0.1% |
| 1.56 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1812.58 | 1 | |
| 1506.75 | 1 | |
| 1487 | 1 | |
| 1438.4 | 1 | |
| 1418 | 1 | |
| 1412 | 1 | |
| 1370.93 | 1 | |
| 1258.28 | 1 | |
| 1246.68 | 1 | |
| 1227.58 | 1 |
| id | base | bonus | overtime_pay | other | sector | section_07 | sex | education | contract | age | duration_total | duration_entity | duration_nominal | duration_overtime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.006 | 0.004 | -0.006 | -0.003 | -0.000 | 0.001 | -0.002 | 0.009 | 0.008 | -0.008 | -0.010 | -0.013 | -0.001 | -0.007 |
| base | -0.006 | 1.000 | 0.211 | 0.184 | 0.371 | -0.031 | -0.162 | -0.100 | -0.334 | -0.267 | 0.234 | 0.248 | 0.273 | 0.275 | 0.163 |
| bonus | 0.004 | 0.211 | 1.000 | -0.054 | 0.050 | 0.004 | -0.144 | -0.068 | 0.006 | -0.095 | 0.059 | 0.075 | 0.034 | 0.237 | -0.077 |
| overtime_pay | -0.006 | 0.184 | -0.054 | 1.000 | 0.104 | -0.053 | 0.084 | -0.052 | -0.197 | -0.042 | 0.007 | -0.005 | 0.055 | -0.155 | 0.865 |
| other | -0.003 | 0.371 | 0.050 | 0.104 | 1.000 | -0.074 | -0.239 | -0.107 | -0.258 | -0.081 | 0.122 | 0.096 | 0.125 | 0.026 | 0.115 |
| sector | -0.000 | -0.031 | 0.004 | -0.053 | -0.074 | 1.000 | 0.175 | 0.020 | 0.017 | 0.089 | -0.022 | -0.047 | -0.113 | 0.086 | -0.077 |
| section_07 | 0.001 | -0.162 | -0.144 | 0.084 | -0.239 | 0.175 | 1.000 | 0.102 | 0.159 | 0.085 | 0.044 | 0.044 | 0.059 | -0.051 | 0.083 |
| sex | -0.002 | -0.100 | -0.068 | -0.052 | -0.107 | 0.020 | 0.102 | 1.000 | 0.045 | -0.047 | -0.065 | -0.006 | 0.064 | -0.014 | -0.047 |
| education | 0.009 | -0.334 | 0.006 | -0.197 | -0.258 | 0.017 | 0.159 | 0.045 | 1.000 | -0.090 | 0.263 | 0.303 | 0.123 | 0.381 | -0.235 |
| contract | 0.008 | -0.267 | -0.095 | -0.042 | -0.081 | 0.089 | 0.085 | -0.047 | -0.090 | 1.000 | -0.256 | -0.341 | -0.374 | -0.235 | -0.058 |
| age | -0.008 | 0.234 | 0.059 | 0.007 | 0.122 | -0.022 | 0.044 | -0.065 | 0.263 | -0.256 | 1.000 | 0.876 | 0.549 | 0.166 | -0.015 |
| duration_total | -0.010 | 0.248 | 0.075 | -0.005 | 0.096 | -0.047 | 0.044 | -0.006 | 0.303 | -0.341 | 0.876 | 1.000 | 0.653 | 0.241 | -0.021 |
| duration_entity | -0.013 | 0.273 | 0.034 | 0.055 | 0.125 | -0.113 | 0.059 | 0.064 | 0.123 | -0.374 | 0.549 | 0.653 | 1.000 | 0.156 | 0.061 |
| duration_nominal | -0.001 | 0.275 | 0.237 | -0.155 | 0.026 | 0.086 | -0.051 | -0.014 | 0.381 | -0.235 | 0.166 | 0.241 | 0.156 | 1.000 | -0.235 |
| duration_overtime | -0.007 | 0.163 | -0.077 | 0.865 | 0.115 | -0.077 | 0.083 | -0.047 | -0.235 | -0.058 | -0.015 | -0.021 | 0.061 | -0.235 | 1.000 |
| id | base | bonus | overtime_pay | other | sector | section_07 | sex | education | contract | age | duration_total | duration_entity | duration_nominal | duration_overtime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.010 | 0.001 | -0.021 | -0.001 | -0.000 | 0.002 | -0.002 | 0.010 | 0.008 | -0.009 | -0.011 | -0.014 | 0.001 | -0.021 |
| base | -0.010 | 1.000 | 0.105 | 0.252 | 0.536 | -0.055 | -0.150 | -0.039 | -0.384 | -0.339 | 0.213 | 0.270 | 0.388 | 0.164 | 0.238 |
| bonus | 0.001 | 0.105 | 1.000 | -0.197 | 0.094 | -0.059 | -0.253 | -0.019 | 0.164 | -0.182 | 0.094 | 0.133 | 0.085 | 0.413 | -0.195 |
| overtime_pay | -0.021 | 0.252 | -0.197 | 1.000 | 0.363 | -0.105 | 0.047 | -0.017 | -0.359 | -0.073 | -0.052 | -0.041 | 0.108 | -0.440 | 0.998 |
| other | -0.001 | 0.536 | 0.094 | 0.363 | 1.000 | -0.234 | -0.469 | -0.078 | -0.387 | -0.221 | 0.134 | 0.140 | 0.219 | -0.062 | 0.351 |
| sector | -0.000 | -0.055 | -0.059 | -0.105 | -0.234 | 1.000 | 0.176 | 0.020 | 0.019 | 0.089 | -0.021 | -0.046 | -0.116 | 0.074 | -0.106 |
| section_07 | 0.002 | -0.150 | -0.253 | 0.047 | -0.469 | 0.176 | 1.000 | 0.102 | 0.175 | 0.084 | 0.044 | 0.047 | 0.038 | -0.099 | 0.048 |
| sex | -0.002 | -0.039 | -0.019 | -0.017 | -0.078 | 0.020 | 0.102 | 1.000 | 0.074 | -0.047 | -0.058 | 0.002 | 0.069 | -0.030 | -0.018 |
| education | 0.010 | -0.384 | 0.164 | -0.359 | -0.387 | 0.019 | 0.175 | 0.074 | 1.000 | -0.101 | 0.265 | 0.311 | 0.133 | 0.404 | -0.347 |
| contract | 0.008 | -0.339 | -0.182 | -0.073 | -0.221 | 0.089 | 0.084 | -0.047 | -0.101 | 1.000 | -0.247 | -0.344 | -0.461 | -0.210 | -0.071 |
| age | -0.009 | 0.213 | 0.094 | -0.052 | 0.134 | -0.021 | 0.044 | -0.058 | 0.265 | -0.247 | 1.000 | 0.877 | 0.541 | 0.161 | -0.058 |
| duration_total | -0.011 | 0.270 | 0.133 | -0.041 | 0.140 | -0.046 | 0.047 | 0.002 | 0.311 | -0.344 | 0.877 | 1.000 | 0.658 | 0.226 | -0.045 |
| duration_entity | -0.014 | 0.388 | 0.085 | 0.108 | 0.219 | -0.116 | 0.038 | 0.069 | 0.133 | -0.461 | 0.541 | 0.658 | 1.000 | 0.151 | 0.101 |
| duration_nominal | 0.001 | 0.164 | 0.413 | -0.440 | -0.062 | 0.074 | -0.099 | -0.030 | 0.404 | -0.210 | 0.161 | 0.226 | 0.151 | 1.000 | -0.434 |
| duration_overtime | -0.021 | 0.238 | -0.195 | 0.998 | 0.351 | -0.106 | 0.048 | -0.018 | -0.347 | -0.071 | -0.058 | -0.045 | 0.101 | -0.434 | 1.000 |
| contract | section_07 | sector | sex | |
|---|---|---|---|---|
| contract | 1.000 | 0.104 | 0.088 | 0.046 |
| section_07 | 0.104 | 1.000 | 0.185 | 0.102 |
| sector | 0.088 | 0.185 | 1.000 | 0.016 |
| sex | 0.046 | 0.102 | 0.016 | 1.000 |
| age | base | bonus | contract | duration_entity | duration_nominal | duration_overtime | duration_total | education | id | other | overtime_pay | section_07 | sector | sex | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | 0.213 | 0.094 | 0.330 | 0.541 | 0.161 | -0.058 | 0.877 | 0.265 | -0.009 | 0.134 | -0.052 | 0.078 | 0.039 | 0.206 |
| base | 0.213 | 1.000 | 0.105 | 0.319 | 0.388 | 0.164 | 0.238 | 0.270 | -0.384 | -0.010 | 0.536 | 0.252 | 0.196 | 0.056 | 0.152 |
| bonus | 0.094 | 0.105 | 1.000 | 0.008 | 0.085 | 0.413 | -0.195 | 0.133 | 0.164 | 0.001 | 0.094 | -0.197 | 0.041 | 0.020 | 0.059 |
| contract | 0.330 | 0.319 | 0.008 | 1.000 | -0.461 | -0.210 | -0.071 | -0.344 | -0.101 | 0.008 | -0.221 | -0.073 | 0.104 | 0.088 | 0.046 |
| duration_entity | 0.541 | 0.388 | 0.085 | -0.461 | 1.000 | 0.151 | 0.101 | 0.658 | 0.133 | -0.014 | 0.219 | 0.108 | 0.080 | 0.118 | 0.099 |
| duration_nominal | 0.161 | 0.164 | 0.413 | -0.210 | 0.151 | 1.000 | -0.434 | 0.226 | 0.404 | 0.001 | -0.062 | -0.440 | 0.419 | 0.108 | 0.100 |
| duration_overtime | -0.058 | 0.238 | -0.195 | -0.071 | 0.101 | -0.434 | 1.000 | -0.045 | -0.347 | -0.021 | 0.351 | 0.998 | 0.178 | 0.059 | 0.062 |
| duration_total | 0.877 | 0.270 | 0.133 | -0.344 | 0.658 | 0.226 | -0.045 | 1.000 | 0.311 | -0.011 | 0.140 | -0.041 | 0.069 | 0.057 | 0.150 |
| education | 0.265 | -0.384 | 0.164 | -0.101 | 0.133 | 0.404 | -0.347 | 0.311 | 1.000 | 0.010 | -0.387 | -0.359 | 0.282 | 0.088 | 0.194 |
| id | -0.009 | -0.010 | 0.001 | 0.008 | -0.014 | 0.001 | -0.021 | -0.011 | 0.010 | 1.000 | -0.001 | -0.021 | 0.014 | 0.012 | 0.000 |
| other | 0.134 | 0.536 | 0.094 | -0.221 | 0.219 | -0.062 | 0.351 | 0.140 | -0.387 | -0.001 | 1.000 | 0.363 | 0.094 | 0.037 | 0.097 |
| overtime_pay | -0.052 | 0.252 | -0.197 | -0.073 | 0.108 | -0.440 | 0.998 | -0.041 | -0.359 | -0.021 | 0.363 | 1.000 | 0.074 | 0.000 | 0.048 |
| section_07 | 0.078 | 0.196 | 0.041 | 0.104 | 0.080 | 0.419 | 0.178 | 0.069 | 0.282 | 0.014 | 0.094 | 0.074 | 1.000 | 0.185 | 0.102 |
| sector | 0.039 | 0.056 | 0.020 | 0.088 | 0.118 | 0.108 | 0.059 | 0.057 | 0.088 | 0.012 | 0.037 | 0.000 | 0.185 | 1.000 | 0.016 |
| sex | 0.206 | 0.152 | 0.059 | 0.046 | 0.099 | 0.100 | 0.062 | 0.150 | 0.194 | 0.000 | 0.097 | 0.048 | 0.102 | 0.016 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| id | base | bonus | overtime_pay | other | sector | section_07 | sex | education | contract | age | duration_total | duration_entity | duration_nominal | duration_overtime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 192064 | 26651.53 | 0.0 | 0.00 | 0.00 | 1 | 3 | 2 | 4 | 1 | 49 | 33.03 | 7.06 | 1524.15 | 0.0 |
| 1 | 25495 | 40168.50 | 1500.0 | 0.00 | 3414.32 | 1 | 2 | 1 | 1 | 1 | 36 | 10.07 | 6.01 | 1562.40 | 0.0 |
| 2 | 142164 | 20134.80 | 0.0 | 0.00 | 1700.41 | 1 | 2 | 2 | 4 | 1 | 52 | 28.08 | 19.05 | 1816.00 | 0.0 |
| 3 | 198034 | 16475.00 | 0.0 | 0.00 | 1305.00 | 1 | 2 | 2 | 5 | 1 | 55 | 35.07 | 11.01 | 1816.00 | 0.0 |
| 4 | 144990 | 34797.60 | 0.0 | 1893.35 | 3118.73 | 1 | 2 | 2 | 2 | 1 | 50 | 27.00 | 19.01 | 722.80 | 63.0 |
| 5 | 26083 | 48775.54 | 2500.0 | 7001.20 | 4741.02 | 1 | 2 | 2 | 2 | 1 | 47 | 23.01 | 23.01 | 766.80 | 206.0 |
| 6 | 170689 | 42309.75 | 2390.0 | 0.00 | 3457.49 | 1 | 1 | 2 | 2 | 1 | 46 | 12.06 | 3.02 | 1485.00 | 0.0 |
| 7 | 42015 | 13668.88 | 0.0 | 0.00 | 1161.85 | 1 | 2 | 2 | 2 | 1 | 31 | 4.07 | 1.02 | 464.00 | 0.0 |
| 8 | 27197 | 54326.46 | 2840.0 | 0.00 | 4335.78 | 1 | 1 | 2 | 2 | 1 | 38 | 12.07 | 4.01 | 1584.00 | 0.0 |
| 9 | 53472 | 29403.16 | 2670.0 | 0.00 | 2614.15 | 1 | 2 | 2 | 4 | 1 | 54 | 11.00 | 11.00 | 1616.00 | 0.0 |
| id | base | bonus | overtime_pay | other | sector | section_07 | sex | education | contract | age | duration_total | duration_entity | duration_nominal | duration_overtime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10990 | 139419 | 30955.12 | 925.00 | 0.00 | 2611.32 | 1 | 1 | 2 | 2 | 1 | 30 | 10.03 | 10.03 | 1824.00 | 0.00 |
| 10991 | 104723 | 51640.29 | 557.00 | 0.00 | 4389.42 | 1 | 2 | 1 | 1 | 1 | 60 | 10.06 | 5.04 | 1562.06 | 0.00 |
| 10992 | 113412 | 42255.34 | 0.00 | 1411.56 | 3705.76 | 1 | 2 | 2 | 2 | 1 | 44 | 24.07 | 24.07 | 651.60 | 37.82 |
| 10993 | 53896 | 43533.03 | 0.00 | 13888.96 | 4862.24 | 1 | 2 | 2 | 2 | 1 | 45 | 24.02 | 24.02 | 766.80 | 387.00 |
| 10994 | 67131 | 29497.90 | 0.00 | 74.00 | 2513.61 | 1 | 2 | 2 | 1 | 1 | 33 | 7.07 | 7.07 | 1562.40 | 1.00 |
| 10995 | 41597 | 36573.22 | 1323.65 | 1276.80 | 3337.32 | 1 | 2 | 2 | 2 | 1 | 50 | 27.02 | 27.02 | 766.80 | 40.00 |
| 10996 | 120022 | 28280.00 | 5470.00 | 0.00 | 2385.13 | 1 | 1 | 2 | 4 | 1 | 41 | 18.08 | 15.09 | 1792.00 | 0.00 |
| 10997 | 41800 | 109316.96 | 0.00 | 0.00 | 9042.58 | 1 | 1 | 2 | 2 | 1 | 47 | 20.02 | 1.07 | 1656.00 | 0.00 |
| 10998 | 153849 | 57721.35 | 6950.00 | 0.00 | 4906.32 | 1 | 1 | 2 | 2 | 1 | 47 | 28.01 | 21.10 | 1784.00 | 0.00 |
| 10999 | 724 | 37676.52 | 700.00 | 730.31 | 3296.65 | 1 | 2 | 2 | 2 | 1 | 51 | 31.01 | 17.02 | 666.00 | 23.00 |